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Using Playwright in LangGraph Agents for Automated Website Login

  • By Craig
  • May 14, 2025

Introduction LangGraph provides a powerful framework for building agent-based applications powered by language models. When these applications need to interact with the web, Playwright…

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LangGraph Multi-Agent Diagram
Categories ML-AI Python

LangGraph Multi-Agent: Hands-on with a Supervisor Agent

  • By Craig
  • May 9, 2025

In the ever-evolving landscape of artificial intelligence, multi-agent systems are becoming increasingly important for handling complex tasks efficiently. The LangGraph multi-agent project exemplifies this…

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Categories ML-AI Python

Testing LangGraph Agents with pytest and Test-Driven Development

  • By Craig
  • May 6, 2025

Test-driven development (TDD) is a powerful approach for building robust and maintainable LangGraph agents. This guide will walk you through the process of implementing…

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Categories ML-AI Python

BaseModel vs TypedDict in LangGraph Agent State Management

  • By Craig
  • May 3, 2025

When developing agents with LangGraph, one of the fundamental decisions developers face is choosing between Pydantic’s BaseModel and Python’s TypedDict for state management. Let’s…

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Categories Python ML-AI

LangGraph Basics: Building Advanced AI Agents with Graph Architecture

  • By Craig
  • April 24, 2025

Why LangGraph? Before diving into installation, let’s understand why LangGraph is a powerful tool for building AI agents: Installation and Setup with uv Please…

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